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I just edited my comment above to add more info about common subexpression elimination. It’s magic that happens behind your back on lazy dataframes. Polars is g

I just edited my comment above to add more info about common subexpression elimination. It’s magic that happens behind your back on lazy dataframes. Polars is great!